Table 3 Mean precision (P), recall (R), and F1-measure (F) 10-fold cross validation results on training data for the most frequent properties per scene
From: Personality-dependent content selection in natural language generation systems
Majority class baseline | Personality-dependent CS | |||||||
|---|---|---|---|---|---|---|---|---|
Scene | Property | Inst.+/ − | P | R | F | P | R | F |
01 | red-sandals | 46/105 | 0.70 | 1.00 | 0.82 | 0.82 | 0.96 | 0.88 |
01 | brown-dress | 37/114 | 0.76 | 1.00 | 0.86 | 0.86 | 0.99 | 0.92 |
01 | long-dress | 26/125 | 0.83 | 1.00 | 0.91 | 0.84 | 0.98 | 0.90 |
02 | black-canvas | 74/77 | 0.51 | 1.00 | 0.68 | 0.81 | 0.99 | 0.89 |
02 | white-bucket | 65/86 | 0.57 | 1.00 | 0.73 | 0.76 | 0.98 | 0.86 |
02 | large-bucket | 30/121 | 0.80 | 1.00 | 0.89 | 0.86 | 1.00 | 0.92 |
03 | fat-lips | 89/62 | 0.56 | 1.00 | 0.71 | 0.77 | 0.99 | 0.87 |
03 | white-bedspread | 59/92 | 0.62 | 1.00 | 0.76 | 0.74 | 0.99 | 0.85 |
03 | red-details | 56/95 | 0.54 | 1.00 | 0.78 | 0.75 | 0.99 | 0.85 |
04 | black-person | 75/76 | 0.52 | 1.00 | 0.69 | 0.84 | 0.97 | 0.90 |
04 | raised-arms | 35/116 | 0.62 | 1.00 | 0.76 | 0.73 | 1.00 | 0.84 |
05 | sitting-people | 38/113 | 0.75 | 1.00 | 0.86 | 0.86 | 0.96 | 0.81 |
05 | green-coat | 38/113 | 0.75 | 1.00 | 0.86 | 0.77 | 1.00 | 0.87 |
05 | white-hair | 28/123 | 0.81 | 1.00 | 0.90 | 0.77 | 1.00 | 0.87 |
06 | pink-bedspread | 79/72 | 0.52 | 1.00 | 0.68 | 0.79 | 0.99 | 0.88 |
06 | blue-blanket | 74/77 | 0.51 | 1.00 | 0.68 | 0.83 | 0.97 | 0.89 |
06 | blue-coat | 67/84 | 0.56 | 1.00 | 0.71 | 0.77 | 0.99 | 0.87 |
08 | black-man | 111/40 | 0.72 | 1.00 | 0.84 | 0.86 | 0.96 | 0.91 |
08 | blue-cap | 35/116 | 0.77 | 1.00 | 0.87 | 0.72 | 1.00 | 0.84 |
08 | barbed-wire | 25/126 | 0.83 | 1.00 | 0.91 | 0.85 | 1.00 | 0.92 |
09 | yellow-shorts | 51/100 | 0.54 | 1.00 | 0.70 | 0.75 | 0.98 | 0.85 |
09 | plaid-shorts | 45/106 | 0.70 | 1.00 | 0.82 | 0.80 | 0.99 | 0.89 |
09 | blue-shirt | 37/114 | 0.75 | 1.00 | 0.86 | 0.77 | 0.97 | 0.86 |
10 | dry-grassland | 40/111 | 0.74 | 1.00 | 0.85 | 0.83 | 0.99 | 0.90 |
10 | elderly-woman | 30/121 | 0.80 | 1.00 | 0.89 | 0.83 | 0.99 | 0.90 |
10 | red-pants | 30/121 | 0.80 | 1.00 | 0.89 | 0.75 | 1.00 | 0.86 |
Mean | 51/100 | 0.68 | 1.00 | 0.80 | 0.80 | 0.99 | 0.88 | |